Peripheral Nerve Focused Ultrasound Lesioning—Visualization and Assessment Using Diffusion Weighted Imaging
Objectives: Magnetic resonance-guided focused ultrasound (MRgFUS) is a non-invasive targeted tissue ablation technique that can be applied to the nervous system. Diffusion weighted imaging (DWI) can visualize and evaluate nervous system microstructure. Tractography algorithms can reconstruct fiber b...
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| Published in | Frontiers in neurology Vol. 12; p. 673060 |
|---|---|
| Main Authors | , , , , , , , |
| Format | Journal Article |
| Language | English |
| Published |
Frontiers Media S.A
09.07.2021
|
| Subjects | |
| Online Access | Get full text |
| ISSN | 1664-2295 1664-2295 |
| DOI | 10.3389/fneur.2021.673060 |
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| Abstract | Objectives:
Magnetic resonance-guided focused ultrasound (MRgFUS) is a non-invasive targeted tissue ablation technique that can be applied to the nervous system. Diffusion weighted imaging (DWI) can visualize and evaluate nervous system microstructure. Tractography algorithms can reconstruct fiber bundles which can be used for treatment navigation and diffusion tensor imaging (DTI) metrics permit the quantitative assessment of nerve microstructure
in vivo
. There is a need for imaging tools to aid in the visualization and quantitative assessment of treatment-related nerve changes in MRgFUS. We present a method of peripheral nerve tract reconstruction and use DTI metrics to evaluate the MRgFUS treatment effect.
Materials and Methods:
MRgFUS was applied bilaterally to the sciatic nerves in 6 piglets (12 nerves total). T1-weighted and diffusion images were acquired before and after treatment. Tensor-based and constrained spherical deconvolution (CSD) tractography algorithms were used to reconstruct the nerves. DTI metrics of fractional anisotropy (FA), and mean (MD), axial (AD), and radial diffusivities (RD) were measured to assess acute (<1–2 h) treatment effects. Temperature was measured
in vivo
via MR thermometry. Histological data was collected for lesion assessment.
Results:
The sciatic nerves were successfully reconstructed in all subjects. Tract disruption was observed after treatment using both CSD and tensor models. DTI metrics in the targeted nerve segments showed significantly decreased FA and increased MD, AD, and RD. Transducer output power was positively correlated with lesion volume and temperature and negatively correlated with MD, AD, and RD. No correlations were observed between FA and other measured parameters.
Conclusions:
DWI and tractography are effective tools for visualizing peripheral nerve segments for targeting in non-invasive surgical methods and for assessing the microstructural changes that occur following MRgFUS treatment. |
|---|---|
| AbstractList | Objectives: Magnetic resonance-guided focused ultrasound (MRgFUS) is a non-invasive targeted tissue ablation technique that can be applied to the nervous system. Diffusion weighted imaging (DWI) can visualize and evaluate nervous system microstructure. Tractography algorithms can reconstruct fiber bundles which can be used for treatment navigation and diffusion tensor imaging (DTI) metrics permit the quantitative assessment of nerve microstructure in vivo. There is a need for imaging tools to aid in the visualization and quantitative assessment of treatment-related nerve changes in MRgFUS. We present a method of peripheral nerve tract reconstruction and use DTI metrics to evaluate the MRgFUS treatment effect. Materials and Methods: MRgFUS was applied bilaterally to the sciatic nerves in 6 piglets (12 nerves total). T1-weighted and diffusion images were acquired before and after treatment. Tensor-based and constrained spherical deconvolution (CSD) tractography algorithms were used to reconstruct the nerves. DTI metrics of fractional anisotropy (FA), and mean (MD), axial (AD), and radial diffusivities (RD) were measured to assess acute (<1-2 h) treatment effects. Temperature was measured in vivo via MR thermometry. Histological data was collected for lesion assessment. Results: The sciatic nerves were successfully reconstructed in all subjects. Tract disruption was observed after treatment using both CSD and tensor models. DTI metrics in the targeted nerve segments showed significantly decreased FA and increased MD, AD, and RD. Transducer output power was positively correlated with lesion volume and temperature and negatively correlated with MD, AD, and RD. No correlations were observed between FA and other measured parameters. Conclusions: DWI and tractography are effective tools for visualizing peripheral nerve segments for targeting in non-invasive surgical methods and for assessing the microstructural changes that occur following MRgFUS treatment.Objectives: Magnetic resonance-guided focused ultrasound (MRgFUS) is a non-invasive targeted tissue ablation technique that can be applied to the nervous system. Diffusion weighted imaging (DWI) can visualize and evaluate nervous system microstructure. Tractography algorithms can reconstruct fiber bundles which can be used for treatment navigation and diffusion tensor imaging (DTI) metrics permit the quantitative assessment of nerve microstructure in vivo. There is a need for imaging tools to aid in the visualization and quantitative assessment of treatment-related nerve changes in MRgFUS. We present a method of peripheral nerve tract reconstruction and use DTI metrics to evaluate the MRgFUS treatment effect. Materials and Methods: MRgFUS was applied bilaterally to the sciatic nerves in 6 piglets (12 nerves total). T1-weighted and diffusion images were acquired before and after treatment. Tensor-based and constrained spherical deconvolution (CSD) tractography algorithms were used to reconstruct the nerves. DTI metrics of fractional anisotropy (FA), and mean (MD), axial (AD), and radial diffusivities (RD) were measured to assess acute (<1-2 h) treatment effects. Temperature was measured in vivo via MR thermometry. Histological data was collected for lesion assessment. Results: The sciatic nerves were successfully reconstructed in all subjects. Tract disruption was observed after treatment using both CSD and tensor models. DTI metrics in the targeted nerve segments showed significantly decreased FA and increased MD, AD, and RD. Transducer output power was positively correlated with lesion volume and temperature and negatively correlated with MD, AD, and RD. No correlations were observed between FA and other measured parameters. Conclusions: DWI and tractography are effective tools for visualizing peripheral nerve segments for targeting in non-invasive surgical methods and for assessing the microstructural changes that occur following MRgFUS treatment. Objectives: Magnetic resonance-guided focused ultrasound (MRgFUS) is a non-invasive targeted tissue ablation technique that can be applied to the nervous system. Diffusion weighted imaging (DWI) can visualize and evaluate nervous system microstructure. Tractography algorithms can reconstruct fiber bundles which can be used for treatment navigation and diffusion tensor imaging (DTI) metrics permit the quantitative assessment of nerve microstructure in vivo . There is a need for imaging tools to aid in the visualization and quantitative assessment of treatment-related nerve changes in MRgFUS. We present a method of peripheral nerve tract reconstruction and use DTI metrics to evaluate the MRgFUS treatment effect. Materials and Methods: MRgFUS was applied bilaterally to the sciatic nerves in 6 piglets (12 nerves total). T1-weighted and diffusion images were acquired before and after treatment. Tensor-based and constrained spherical deconvolution (CSD) tractography algorithms were used to reconstruct the nerves. DTI metrics of fractional anisotropy (FA), and mean (MD), axial (AD), and radial diffusivities (RD) were measured to assess acute (<1–2 h) treatment effects. Temperature was measured in vivo via MR thermometry. Histological data was collected for lesion assessment. Results: The sciatic nerves were successfully reconstructed in all subjects. Tract disruption was observed after treatment using both CSD and tensor models. DTI metrics in the targeted nerve segments showed significantly decreased FA and increased MD, AD, and RD. Transducer output power was positively correlated with lesion volume and temperature and negatively correlated with MD, AD, and RD. No correlations were observed between FA and other measured parameters. Conclusions: DWI and tractography are effective tools for visualizing peripheral nerve segments for targeting in non-invasive surgical methods and for assessing the microstructural changes that occur following MRgFUS treatment. Objectives: Magnetic resonance-guided focused ultrasound (MRgFUS) is a non-invasive targeted tissue ablation technique that can be applied to the nervous system. Diffusion weighted imaging (DWI) can visualize and evaluate nervous system microstructure. Tractography algorithms can reconstruct fiber bundles which can be used for treatment navigation and diffusion tensor imaging (DTI) metrics permit the quantitative assessment of nerve microstructure in vivo. There is a need for imaging tools to aid in the visualization and quantitative assessment of treatment-related nerve changes in MRgFUS. We present a method of peripheral nerve tract reconstruction and use DTI metrics to evaluate the MRgFUS treatment effect.Materials and Methods: MRgFUS was applied bilaterally to the sciatic nerves in 6 piglets (12 nerves total). T1-weighted and diffusion images were acquired before and after treatment. Tensor-based and constrained spherical deconvolution (CSD) tractography algorithms were used to reconstruct the nerves. DTI metrics of fractional anisotropy (FA), and mean (MD), axial (AD), and radial diffusivities (RD) were measured to assess acute (<1–2 h) treatment effects. Temperature was measured in vivo via MR thermometry. Histological data was collected for lesion assessment.Results: The sciatic nerves were successfully reconstructed in all subjects. Tract disruption was observed after treatment using both CSD and tensor models. DTI metrics in the targeted nerve segments showed significantly decreased FA and increased MD, AD, and RD. Transducer output power was positively correlated with lesion volume and temperature and negatively correlated with MD, AD, and RD. No correlations were observed between FA and other measured parameters.Conclusions: DWI and tractography are effective tools for visualizing peripheral nerve segments for targeting in non-invasive surgical methods and for assessing the microstructural changes that occur following MRgFUS treatment. |
| Author | Nguyen, Lananh N. Zhong, Jidan Piorkowska, Karolina Walker, Matthew R. Hodaie, Mojgan Waspe, Adam C. Anastakis, Dimitri J. Drake, James M. |
| AuthorAffiliation | 5 Laboratory Medicine Program, University Health Network and University of Toronto , Toronto, ON , Canada 1 Institute of Medical Science, University of Toronto , Toronto, ON , Canada 4 Department of Medical Imaging, University of Toronto , Toronto, ON , Canada 7 Department of Neurosurgery, Hospital for Sick Children , Toronto, ON , Canada 2 Division of Brain, Imaging & Behaviour, Krembil Research Institute, University Health Network , Toronto, ON , Canada 6 Department of Surgery, Toronto Western Hospital, University Health Network and University of Toronto , Toronto, ON , Canada 3 Centre for Image Guided Innovation and Therapeutic Intervention, Hospital for Sick Children , Toronto, ON , Canada 8 Department of Neurosurgery, Toronto Western Hospital, University Health Network , Toronto, ON , Canada |
| AuthorAffiliation_xml | – name: 4 Department of Medical Imaging, University of Toronto , Toronto, ON , Canada – name: 6 Department of Surgery, Toronto Western Hospital, University Health Network and University of Toronto , Toronto, ON , Canada – name: 1 Institute of Medical Science, University of Toronto , Toronto, ON , Canada – name: 8 Department of Neurosurgery, Toronto Western Hospital, University Health Network , Toronto, ON , Canada – name: 2 Division of Brain, Imaging & Behaviour, Krembil Research Institute, University Health Network , Toronto, ON , Canada – name: 7 Department of Neurosurgery, Hospital for Sick Children , Toronto, ON , Canada – name: 3 Centre for Image Guided Innovation and Therapeutic Intervention, Hospital for Sick Children , Toronto, ON , Canada – name: 5 Laboratory Medicine Program, University Health Network and University of Toronto , Toronto, ON , Canada |
| Author_xml | – sequence: 1 givenname: Matthew R. surname: Walker fullname: Walker, Matthew R. – sequence: 2 givenname: Jidan surname: Zhong fullname: Zhong, Jidan – sequence: 3 givenname: Adam C. surname: Waspe fullname: Waspe, Adam C. – sequence: 4 givenname: Karolina surname: Piorkowska fullname: Piorkowska, Karolina – sequence: 5 givenname: Lananh N. surname: Nguyen fullname: Nguyen, Lananh N. – sequence: 6 givenname: Dimitri J. surname: Anastakis fullname: Anastakis, Dimitri J. – sequence: 7 givenname: James M. surname: Drake fullname: Drake, James M. – sequence: 8 givenname: Mojgan surname: Hodaie fullname: Hodaie, Mojgan |
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| CitedBy_id | crossref_primary_10_3389_fnins_2023_1115946 crossref_primary_10_1016_j_mric_2024_02_006 crossref_primary_10_3389_fncel_2023_1160761 |
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| Copyright | Copyright © 2021 Walker, Zhong, Waspe, Piorkowska, Nguyen, Anastakis, Drake and Hodaie. Copyright © 2021 Walker, Zhong, Waspe, Piorkowska, Nguyen, Anastakis, Drake and Hodaie. 2021 Walker, Zhong, Waspe, Piorkowska, Nguyen, Anastakis, Drake and Hodaie |
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| SubjectTerms | diffusion tensor imaging diffusion weighted imaging high intensity focused ultrasound magnetic resonance-guided focused ultrasound Neurology peripheral nerves tractography |
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| Title | Peripheral Nerve Focused Ultrasound Lesioning—Visualization and Assessment Using Diffusion Weighted Imaging |
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